Optimizing office building performance in the HSWW region of China using simulation with Hyperopt CatBoost and SPEA2

Abstract At present, the evaluation of the comprehensive performance of urban office buildings remains an area of significant discussion. This research aims to optimize the building performance of office buildings in the hot summer and warm winter (HSWW) region, focusing on three key aspects: energy...

Full description

Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Yiyang Huang, Zhizhuo He, Yuchen Qin, Yichen Lu, Kaida Chen
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-03-01
Subjects:	Building multi-objective optimization Urban villages office building CatBoost SPEA2 Energy consumption Thermal and light comfort
Online Access:	https://doi.org/10.1038/s41598-025-85267-w